CONOPT
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Before any model data can be loaded into CONOPT, the dimensions of the problem must be first specified.

This includes the number of variables, the number of constraints, the number of non-zeros, etc. The routines for registering the problem sizes are given in this section. These sizes are used in callbacks when loading the problem matrix and evaluating the first derivatives.